A Share Report Scan

A-Share Report Scan

Use this skill when the user asks for a report-driven review such as "最近几天的研报", "行业研报怎么看", "先看研报再看板块", or "这只票最近机构怎么写".

What This Skill Does

This skill turns Eastmoney research pages into a structured sell-side flow review:

• which industries are receiving dense coverage
• which stocks are receiving repeated upgrades or buy calls
• where report heat matches the tape
• where report heat is not being traded

It does not treat reports as facts.

When To Use

Use this skill when the user:

• explicitly asks to scan Eastmoney reports
• wants stock or industry report summaries from the last few days or weeks
• wants to know whether analyst consensus is improving or fading
• wants report flow compared with sector price action

Do not use this skill as the only tool for "what should I buy today". Pair it with fresh market-state checking.

Core Sources

Default source order:

1. https://data.eastmoney.com/report/
2. https://data.eastmoney.com/report/stock.jshtml
3. https://data.eastmoney.com/report/industry.jshtml

If needed, pair with:

• sector fund-flow pages
• index or breadth pages
• single-stock chart and money-flow checks

Workflow

1. Capture The Window

• State the scan date.
• Define the review window: same day, 3 days, 10 days, 1 month, or longer.

2. Pull Report Flow

For each relevant page, extract:

• publish date
• institution
• stock or industry name
• rating
• rating change if visible
• title wording

3. Group By Consensus

Summarize by:

• industry clusters
• repeated stock mentions
• rating concentration
• institutions converging on the same theme

Useful frames:

• report density is rising
• rating is stable but enthusiasm is fading
• one-off positive note, not consensus
• sector is getting coverage, but only one stock has repeated support

4. Compare With The Tape

Never stop at report titles. Compare with:

• sector strength or weakness
• stock price structure
• volume confirmation
• emotional confirmation

Use these labels when appropriate:

• 卖方热，交易也热
• 卖方热，交易偏冷
• 交易先走，研报跟上
• 既无共识也无资金

5. Convert To Tradable Use

For any stock or sector idea, add:

• why reports matter here
• what would confirm the reports are being traded
• what invalidates the thesis
• whether the stock is a leader, middleweight, or weak follower

Response Rules

• Treat report flow as opinion, not fact.
• Prefer consensus change over one article.
• Mention explicit dates.
• Avoid quoting long passages.
• If the report pages are thin for a stock, say the stock lacks recent sell-side reinforcement.

Output Pattern

Suggested sections:

• 研报结论
• 共识变化
• 盘面是否认同
• 可交易与不可交易
• 数据缺口

Resources

• references/report-scan-template.md: checklist for grouping reports and comparing them with price action

Inputs & Preconditions

• The user wants recent stock or industry report flow, not just market-price recap
• A report window should be defined explicitly, such as same day, 3 days, or 10 days
• If the user wants trading conclusions, pair report flow with fresh market-state evidence

Dependency Profile

• Required: a skill-capable agent runtime
• Recommended: Eastmoney report pages or equivalent public sell-side aggregation pages
• Optional: sector money-flow pages, single-stock quotes, chart or volume data
• Degradation: if report pages are partially accessible, summarize only verified report clusters and mark the rest as 数据缺口

Data Gap Handling

• If report pages are thin or stale for a name, say the coverage is thin rather than guessing consensus
• If rating-change fields are absent, do not infer upgrades or downgrades
• If the tape is unavailable, stop at sell-side flow instead of forcing a tradable verdict
• Never fabricate institution names, dates, or earnings forecasts

Risk Language

• Reports are opinion flow, not facts
• Avoid presenting analyst language as certainty or as personalized advice
• Any trade framing should include confirmation and invalidation instead of pure narrative

Short Disclaimer

本 skill 仅用于投资研究流程、信息整理与教育演示，不构成投资建议、个性化荐股、投顾服务或自动交易指令。

This skill is for research workflow, information organization, and educational use only. It is not investment advice, not personalized recommendation, and not for automated trading.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: minguncle
• Source: minguncle/a-share-agent-skills
• License: MIT

Install and usage instructions live in the source repository linked above.